{"id":"W2895441313","doi":"10.1186/s12879-018-3380-6","title":"A high burden of asymptomatic genital tract infections undermines the syndromic management approach among adolescents and young adults in South Africa: implications for HIV prevention efforts","year":2018,"lang":"en","type":"article","venue":"BMC Infectious Diseases","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":101,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Alliance for Accelerating Excellence in Science in Africa; National Institute of Allergy and Infectious Diseases; African Academy of Sciences; Canadian Institutes of Health Research; New Partnership for Africa's Development; Medical Research Council; South African Medical Research Council; Government of the United Kingdom; Wellcome Trust","keywords":"Bacterial vaginosis; Medicine; Syphilis; Trichomonas vaginalis; Mycoplasma genitalium; Medical microbiology; Chlamydia trachomatis; Chlamydia; Gonorrhea; Population; Young adult; Transmission (telecommunications); Asymptomatic; Sex organ; Internal medicine; Gynecology; Human immunodeficiency virus (HIV); Immunology; Environmental health; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002443448,0.0002710422,0.0002303358,0.0005572647,0.0008541701,0.001377285,0.0005013171,0.000441163,0.001949794],"category_scores_gemma":[0.006834586,0.0002582254,0.0002179212,0.000867652,0.0008671882,0.001620319,0.001345514,0.0006457772,0.000102605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001060538,"about_ca_system_score_gemma":0.002980456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03497998,"about_ca_topic_score_gemma":0.05359571,"domain_scores_codex":[0.9989524,0.000532667,0.00007095031,0.00009622573,0.000139271,0.0002084147],"domain_scores_gemma":[0.9981652,0.000457702,0.0007892886,0.00005625172,0.0001958432,0.0003357677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004879811,0.00003610359,0.9541359,0.0004347573,0.00004923649,0.0003359922,0.007652218,0.00008883528,0.0005104822,0.0004952484,0.001274183,0.03493836],"study_design_scores_gemma":[0.000009898648,0.0001010073,0.9748594,0.001431859,0.00005269609,0.0003917784,0.01963051,0.0002675314,0.0001509526,0.0004855969,0.002607192,0.00001165403],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9841269,0.004494418,0.0002720585,0.008543695,0.00005209101,0.00005626164,0.0002729566,0.000009278318,0.002172416],"genre_scores_gemma":[0.997066,0.002098031,0.0002433864,0.0004203833,0.00002276935,0.00001814486,0.00003802589,0.000001530385,0.00009159682],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03497998,"threshold_uncertainty_score":0.06955278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01519885199795113,"score_gpt":0.2660564362559497,"score_spread":0.2508575842579985,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}